DW-Net: Dynamic Multi-Hierarchical Weighting Segmentation Network for Joint Segmentation of Retina Layers With Choroid Neovascularization

DW-Net: Dynamic Multi-Hierarchical Weighting Segmentation Network for Joint Segmentation of Retina Layers With Choroid Neovascularization

Choroid neovascularization (CNV) is one of the blinding factors. The early detection and quantitative measurement of CNV are crucial for the establishment of subsequent treatment. Recently, many deep learning-based methods have been proposed for CNV segmentation. However, CNV is difficult to be segm...

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Bibliographic Details
Main Authors: Lianyu Wang, Meng Wang, Tingting Wang, Qingquan Meng, Yi Zhou, Yuanyuan Peng, Weifang Zhu, Zhongyue Chen, Xinjian Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-12-01
Series:Frontiers in Neuroscience
Subjects:
multi-target segmentation
choroid neovascularization
convolutional neural network
optical coherence tomography
medical image processing
attention mechanism
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.797166/full

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https://www.frontiersin.org/articles/10.3389/fnins.2021.797166/full

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